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This article guides full stack developers and system administrators on automating AI-powered facial recognition using Linux Bash. It covers the setup of a Linux environment, development of facial recognition scripts, and the integration and automation processes using tools like OpenCV, Python, TensorFlow, and Bash scripting. Furthermore, it emphasizes data privacy, regular updates, and adhering to ethical standards in AI implementation.